May 14, 2026

Generated lab notebook from daily_summary, plan_journal, plan_delivery_log, and setpoint audit data. It is intentionally chronological and may include in-progress cycles before validation.

Planner Execution Ledger

Planner checkpoints can acknowledge that the active plan is still suitable without writing a new public plan ID. Those no-change decisions are part of the audit trail.

Delivery events

Plan writes

No-change acknowledgements

Pending

Event	Delivered	Type	Status	Result	Resolved	Note
Morning planning cycle	05:46	SUNRISE	plan_written	iris-20260514-0546	05:48	Wrote public plan iris-20260514-0546. Resolved 05:48 MDT.
Solar peak planning checkpoint	12:58	SOLAR_MAX	plan_written	iris-oneshot-20260514-1258	12:58	Wrote non-archive plan iris-oneshot-20260514-1258. Resolved 12:58 MDT.
Peak Stress	14:57	TRANSITION	plan_written	iris-oneshot-20260514-1458	14:58	Wrote non-archive plan iris-oneshot-20260514-1458. Resolved 14:58 MDT.
Decline	19:09	TRANSITION	acked	-	19:09	Acknowledged: Decline checkpoint reviewed: current VPD 1.02 kPa remains slightly above active vpd_high 0.97 in VENTILATE with healthy 14.2F dew margin, so the sticky VPD-high moisture guardrail still justifies band-coupled support for the last dry edge. Existing active plan already has full evening unwind waypoints at 20:00 and 23:00 (higher mist thresholds, wider gaps, higher fog escalation, bias_cool overnight). No tunable change needed before that scheduled unwind. Resolved 19:09 MDT.
Evening planning cycle	20:09	SUNSET	plan_written	iris-20260514-2009	20:11	Wrote public plan iris-20260514-2009. Resolved 20:11 MDT.

🌅 Morning Cycle (5:48 AM) — `iris-20260514-0546`

Status

validated

Outcome score

4/10

Changed parameters

none recorded

Reflection

Validating previous cycle: iris-20260513-2007

Previous hypothesis: SUNSET overnight recovery plan for 2026-05-13. Today’s score improved versus the 7-day average but remained weak: score 59.5, both-axis compliance 55.0% versus 47.7% 7-day average, with temperature now the bottleneck at 57.1% versus 72.1% VPD compliance. Heat stress dominated at 7.77h, with VPD-high also material at 5.45h. Cost was acceptable at USD 3.37 versus USD 3.94 7-day average, driven mainly by water (USD 2.06) and gas (USD 0.80); water use rose to 425 gal total / 365 gal mister-only because severe dry support was needed. I evaluated iris-20260513-0547 at 5/10 versus anchor 4: band-coupled moisture support preserved VPD-low and cost, but physics-limited cooling dominated… Result: Plan-window score was 40.5 with only 35.7% both-axis compliance. Temperature compliance was 40.1% and VPD compliance 45.7%, so both axes failed but heat stress dominated slightly at 5.30h with 4.64h VPD-high and no cold/VPD-low. Daily scorecard at sunset is 47.6 with 42.0% both-axis compliance, temp 47.2% vs VPD 53.8%, 10.43h heat stress, 9.13h VPD-high, no VPD-low, dew margin safe at 7.6F min, but water hit the 600 gal mister budget and total cost rose to USD 4.51 vs USD 3.27 7d average. The severe hot-dry posture avoided dew/VPD-low carryover but did not achieve the expected VPD-high under 3h or score 55-60; repeated guardrail clamps show the evening/midday plan was still requesting values too conservative for active VENTILATE dry stress at times. Score: 4/10

New finding: On repeated 85-87F, RH <15%, solar >850 W/m2 days, daytime conservative moisture unwind can happen too early: if VPD-high and VENTILATE remain active near sunset with healthy dew margin, keep band-coupled moisture support until observed VPD recovery, then unwind gradually overnight. → Added to Lessons Learned

Hypothesis

Testing: Time-gated severe dry-day posture: use guardrail-safe band-coupled moisture and fog only during confirmed dry solar stress, then unwind by 17:30-20:00 to prevent VPD-low/dew carryover. Expected outcome: Target score 55-60 despite structural heat limits; VPD-high under 3h, VPD-low under 3h, heat stress likely 4-6h, dew-point risk 0h, cost below USD 4.50 and mister water below the 500 gal budget.

Conditions

Outdoor peak

87.0°F

RH minimum

7.0%

Solar peak

823.0 W/m²

Cloud average

35.0%

Another severe hot-dry spring day. Forecast RH falls below 20% by 10:00, reaches 7-9% from 14:00-19:00, VPD peaks near 4.1 kPa, and solar has a late 15:00 peak near 823 W/m2. Forecast VPD has a +0.7 kPa high bias and solar a small positive bias, but current dew margin is safe at 8.5F and recent dispatcher clamps show conservative moisture settings are being overridden during near-edge stress.

Expected stress windows

vpd_highhigh · 2026-05-14T09:00:00-06:00 to 2026-05-14T19:30:00-06:00

band-coupled physical mist thresholds 0.88-0.95 engage and 1.05-1.10 all, 30-60s delays, 15-22s peak gaps, fog_escalation_kpa 0.20-0.25 in the 07:00-17:00 fog window, mister_vpd_weight 2.7-3.0

heathigh · 2026-05-14T11:00:00-06:00 to 2026-05-14T18:30:00-06:00

pre-cool with bias_cool -1 to -2 and d_cool_stage_2 2.0-2.5; keep mist_max_closed_vent_s at 180s and rely on THERMAL_RELIEF/VENTILATE rather than extending sealed heat traps

vpd_lowmedium · 2026-05-14T20:00:00-06:00 to 2026-05-15T07:00:00-06:00

evening unwind to engage 1.30-1.45, all 1.70-2.00, 50-55s gaps, fog escalation 0.85-0.90 while fog is time-window blocked, vpd_hysteresis 0.50, and bias_cool +3 to prevent heater-vent chatter

Parameter rationale

mister_engage_kpa1.05 → 0.88; Thu 10:00-17:00 RH 7-18%, VPD 2.9-4.1 kPa, and recent vpd_high_moisture_guardrail clamps pushed conservative values down near 0.87

keep physical S1 support available near the active VPD band and reduce VPD-high hours versus yesterday without waiting for dispatcher clamps

mister_all_kpa1.2 → 1.05; active vpd_high is about 0.83 kPa; guardrail recommends all-zone near max(1.0, vpd_high + 0.25) during near-edge VENTILATE stress

allow all-zone escalation during the confirmed severe dry peak while not overusing it at dawn/night

mister_engage_delay_s90.0 → 30.0; dry ramp starts quickly after 09:00 and RH drops below 20% by 10:00

avoid missed early VPD-high excursions during the morning ramp

mister_all_delay_s180.0 → 60.0; recent guardrail clamps capped long all-zone delays to 90s during active stress

bring all-zone assist within one minute during severe VPD stress while evening waypoints restore slower delivery

mister_pulse_gap_s55.0 → 15.0; lessons for RH <20% and solar >800 W/m2 recommend 15-25s gaps; today peaks at 823 W/m2 and 7% RH

speed evaporative VPD recovery during peak, then unwind to 50-55s to prevent overnight VPD-low

fog_escalation_kpa0.9 → 0.2; PR-A permits vent-fog assist at vpd_high_eff plus escalation; forecast 87F/7% RH makes fog the high-leverage VPD support before 17:00

use fog for stubborn VPD while ventilation handles heat, without extending sealed mist

bias_cool3.0 → -2.0; forecast high 87F with heat window 11:00-18:30 and late solar peak

vent/fan earlier for pre-cooling and reduce avoidable heat stress while restoring +3 overnight to prevent heater-to-vent chatter

d_cool_stage_23.0 → 2.0; cooling is physics-limited and fan2 should not wait far above the shifted cooling threshold at peak

bring full ventilation support earlier during the hot dry peak

vpd_watch_dwell_s75.0 → 30.0; VPD forecast rises from 2.53 at 09:00 to above 3.5 by noon; conservative dwell is already being guardrail-clamped in live stress

enter recovery sooner during the fast ramp without disabling dwell gate

mist_backoff_s900.0 → 600.0; short 180s sealed attempts may time out under 85-87F heat; recovery should recur but stay bounded

allow repeated bounded recovery cycles without extending any individual heat trap

mister_vpd_weight1.8 → 3.0; south/west mister paths are most productive under high solar; crop observations show south/center stress, but zone VPD spread is currently modest

spend water on productive dry-zone recovery during the peak while returning to 2.0 overnight

vpd_hysteresis0.5 → 0.35; fast dry ramp needs fewer missed high-VPD entries; evening restores 0.50 to avoid VPD-low carryover

improve peak VPD responsiveness without narrowing the overnight band

Setpoints

Thursday May 14

Primary crop-band changes:

Time	Values	Note
05:50	hyst 0.45	Dawn guarded handoff: current VPD 0.56 and dp margin 8.5F, h
07:30	hyst 0.4	Morning ramp: fog window opens, outdoor RH forecast falling,
09:30	hyst 0.35	Confirmed dry ramp window: forecast RH below 20% and VPD nea
12:00	hyst 0.35	Midday severe VPD with mixed cloud uncertainty; keep sealed
15:00	hyst 0.35	Late solar and heat peak: forecast 87F, 7% RH, 823 W/m2; max
17:30	hyst 0.45	After fog window and solar decline: air remains very dry but
20:00	hyst 0.5	Evening dry recovery without fog: outdoor air still very dry
23:00	hyst 0.5	Overnight reset before Friday severe dry day: suppress fog a

Tactical tunable changes:

Time	Values	Note
05:50	d_cool 3; engage 1.05; all 1.2; pulse 60; gap 45; wt 2	Dawn guarded handoff: current VPD 0.56 and dp margin 8.5F, h
07:30	d_cool 2.5; engage 0.95; all 1.1; pulse 60; gap 30; wt 2.5	Morning ramp: fog window opens, outdoor RH forecast falling,
09:30	d_cool 2.5; engage 0.9; all 1.08; pulse 60; gap 22; wt 2.7	Confirmed dry ramp window: forecast RH below 20% and VPD nea
12:00	d_cool 2; engage 0.88; all 1.05; pulse 60; gap 20; wt 2.9	Midday severe VPD with mixed cloud uncertainty; keep sealed
15:00	d_cool 2; engage 0.87; all 1.05; pulse 60; gap 15; wt 3	Late solar and heat peak: forecast 87F, 7% RH, 823 W/m2; max
17:30	d_cool 2.5; engage 1.1; all 1.3; pulse 60; gap 35; wt 2.5	After fog window and solar decline: air remains very dry but
20:00	d_cool 3; engage 1.3; all 1.7; pulse 60; gap 50; wt 2	Evening dry recovery without fog: outdoor air still very dry
23:00	d_cool 3; engage 1.45; all 2; pulse 60; gap 55; wt 2	Overnight reset before Friday severe dry day: suppress fog a

Changed secondary parameters:

Time	Parameter	Change
05:50	bias_cool	initial 2
05:50	bias_heat	initial 0.5
05:50	d_heat_stage_2	initial 5
05:50	dwell_gate_ms	initial 300000
05:50	enthalpy_close	initial 1
05:50	enthalpy_open	initial -2
05:50	fog_escalation_kpa	initial 0.45
05:50	heat_hysteresis	initial 1.2
05:50	min_fog_off_s	initial 120
05:50	min_fog_on_s	initial 45
05:50	min_heat_off_s	initial 180
05:50	min_heat_on_s	initial 120
05:50	min_vent_off_s	initial 60
05:50	min_vent_on_s	initial 60
05:50	mist_backoff_s	initial 900
05:50	mist_max_closed_vent_s	initial 180
05:50	mist_thermal_relief_s	initial 90
05:50	mister_all_delay_s	initial 120
05:50	mister_engage_delay_s	initial 60
05:50	mister_water_budget_gal	initial 500
05:50	outdoor_staleness_max_s	initial 600
05:50	sw_dwell_gate_enabled	initial 1
05:50	sw_fog_closes_vent	initial 1
05:50	sw_fsm_controller_enabled	initial 1
05:50	sw_mister_closes_vent	initial 1
05:50	sw_summer_vent_enabled	initial 1
05:50	temp_hysteresis	initial 1.8
05:50	vent_prefer_dp_delta_f	initial 5
05:50	vent_prefer_temp_delta_f	initial 5
05:50	vpd_watch_dwell_s	initial 60
07:30	bias_cool	2 → 0.5
07:30	bias_heat	0.5 → 0
07:30	fog_escalation_kpa	0.45 → 0.3
07:30	min_fog_off_s	120 → 90
07:30	mist_backoff_s	900 → 600
07:30	mister_all_delay_s	120 → 90
07:30	mister_engage_delay_s	60 → 45
07:30	temp_hysteresis	1.8 → 1.5
07:30	vpd_watch_dwell_s	60 → 45
09:30	bias_cool	0.5 → -1
09:30	fog_escalation_kpa	0.3 → 0.25
09:30	min_fog_off_s	90 → 75
09:30	mister_all_delay_s	90 → 60
09:30	mister_engage_delay_s	45 → 30
09:30	vpd_watch_dwell_s	45 → 30
12:00	bias_cool	-1 → -1.5
12:00	fog_escalation_kpa	0.25 → 0.2
12:00	min_fog_off_s	75 → 60
15:00	bias_cool	-1.5 → -2
17:30	bias_cool	-2 → -0.5
17:30	fog_escalation_kpa	0.2 → 0.5
17:30	min_fog_off_s	60 → 120
17:30	mist_backoff_s	600 → 900
17:30	mister_all_delay_s	60 → 120
17:30	mister_engage_delay_s	30 → 60
17:30	temp_hysteresis	1.5 → 1.8
17:30	vpd_watch_dwell_s	30 → 60
20:00	bias_cool	-0.5 → 3
20:00	bias_heat	0 → 0.5
20:00	fog_escalation_kpa	0.5 → 0.85
20:00	mister_all_delay_s	120 → 180
20:00	mister_engage_delay_s	60 → 90
20:00	vpd_watch_dwell_s	60 → 75
23:00	bias_cool	3 → 3.5
23:00	fog_escalation_kpa	0.85 → 0.9

🌆 Evening Cycle (8:11 PM) — `iris-20260514-2009`

Status

validated

Outcome score

8/10

Changed parameters

none recorded

Reflection

Validating previous cycle: iris-20260514-0546

Previous hypothesis: SUNRISE severe hot-dry plan for Thursday. Yesterday’s severe-day posture correctly used band-coupled mist/fog and capped sealed windows, but overall compliance stayed weak: plan-window score 52.4, both-axis compliance 44.9%, temp was the bottleneck at 48.4% versus 65.7% VPD, with 4.06h heat stress and 1.63h VPD-high. I scored it 5/10 versus anchor 4: good VPD tradeoff under structural cooling limits, but the day still needed faster evening unwind to prevent VPD-low/dew carryover. Today repeats severe dry air, forecast 87F / 7% RH / 823 W/m2 with healthy current dew margin, so the plan keeps moisture band-coupled during the dry ramp, uses fog assist in the firmware window, keeps sealed windows capped at 180s, then unwinds by evening rather than chasing humidity overnight. Result: Overnight recovery plan succeeded against its core hypothesis. Plan-window score was 74.7 with 92.8% both-axis compliance, temp compliance 97.2%, VPD compliance 95.0%, and only 0.17h material stress (0.04h heat, 0.02h cold, 0.11h VPD-high, 0.00h VPD-low). Dew margin stayed safe with no dp-risk hours, so delaying the unwind until VPD actually recovered avoided both VPD-low and condensation. Main weakness was cost: plan-window cost about USD 5.85 and the partial-day scorecard shows gas/water-heavy spend, so the posture was effective but expensive. This supports keeping band-coupled moisture until observed recovery on severe dry evenings, then unwinding gradually rather than by forecast time alone. Score: 8/10

New finding: On severe hot-dry evenings with healthy dew margin, delayed unwind until observed VPD recovery can sharply improve overnight compliance without VPD-low or dew risk; use it, but monitor gas/water cost because recovery plus heating can become the main score penalty. → Added to Lessons Learned

Hypothesis

Testing: Observe whether delaying the full overnight unwind until VPD actually recovers reduces sunset VPD-high without causing VPD-low/dew risk, then hand off early enough for Friday’s severe dry ramp. Expected outcome: Overnight: dp_risk_hours 0, VPD-low under 1h, no cold stress, and cost flat because no gas is expected. Friday before sunset: VPD-high lower than today despite severe forecast, heat remains partly physics-limited, mister water may again approach budget but should translate into better VPD compliance.

Conditions

Outdoor peak

86.0°F

RH minimum

7.0%

Solar peak

915.0 W/m²

Cloud average

42.0%

Sunset follows a severe dry day with active VPD-high alert acknowledged. Current indoor VPD is still above the night high band but dew margin is safe near 15F. Overnight outdoor air is dry but cooling from the 70s to low 50s; Friday repeats severe hot-dry stress with RH 7-10% and solar near 900 W/m2. Forecast VPD has a known positive bias, so the aggressive posture is delayed until the live morning dry ramp.

Expected stress windows

vpd_highmedium · 2026-05-14T20:15:00-06:00 to 2026-05-14T23:00:00-06:00

keep moisture band-coupled while VPD is still above band: engage 0.95, all 1.10, 45/90s delays, 30s gap, fog_escalation 0.25 although fog is time-window blocked

vpd_lowlow · 2026-05-14T23:00:00-06:00 to 2026-05-15T06:30:00-06:00

after expected recovery, widen to engage 1.35-1.40, all 1.75-1.85, 50-55s gaps, fog_escalation 0.85-0.90, vpd_hysteresis 0.50, and short 180s sealed cap

vpd_highhigh · 2026-05-15T08:30:00-06:00 to 2026-05-15T19:30:00-06:00

morning handoff before severe dry ramp: engage 0.90, all 1.08, 30/60s delays, 20s gap, fog_escalation 0.20 in fog window, vpd_watch 30s, mister_vpd_weight 3.0

heathigh · 2026-05-15T12:00:00-06:00 to 2026-05-15T18:30:00-06:00

bias_cool -1.5 and d_cool_stage_2 2.0 for pre-cooling/full fan support, but keep mist_max_closed_vent_s 180s per lessons 95/89 rather than extending sealed heat traps

Parameter rationale

mister_engage_kpa1.3 → 0.95; live VPD 0.96 remains above active vpd_high 0.82 with 14.8F dew margin and recent guardrail clamps at 20:03

recover current VPD-high before unwinding; avoid another conservative setting that dispatcher must clamp

mister_all_kpa1.7 → 1.1; active VPD remains above band during VENTILATE and guardrail recommends all near vpd_high+0.25

allow all-zone assist during evening recovery, then widen after observed cooling

mister_pulse_gap_s15.0 → 30.0; night air holds humidity better than peak solar, but current VPD is still high

reduce water intensity versus daytime while not abandoning recovery

fog_escalation_kpa0.85 → 0.25; current VPD-high is unrecovered; fog is blocked after 17:00 but this prevents stale conservative posture if guardrail/firmware window interactions occur

keep evening posture aligned with stress until recovery, then raise to 0.85-0.90 overnight

bias_cool3.0 → 2.5; current mode is VENTILATE at 68F, with overnight cooling but not a <45F cold night

reduce avoidable venting gradually without locking in heat; late-night +3.5/+4 prevents heater-to-vent chatter

vpd_watch_dwell_s75.0 → 45.0; live VPD-high remains active at sunset and outdoor air remains very dry through 23:00

enter bounded recovery sooner during evening, then lengthen overnight to avoid short-cycling

mister_vpd_weight2.0 → 2.3; north/east remain driest and Vanda roots show dryness, but overnight should not use full peak-day water intensity

moderate targeted recovery without the full 3.0 daytime water spend

mist_max_closed_vent_s180.0 → 180.0; validated lessons 95/89 and today's heat stress show sealed heat traps should not be extended

protect dew/heat safety while accepting structural heat limits

d_cool_stage_23.0 → 2.0; Friday forecast reaches 86F with RH 7% and solar near 915 W/m2

bring fan2 earlier during tomorrow's physics-limited heat window

Setpoints

Thursday May 14

Primary crop-band changes:

Time	Values	Note
20:15	hyst 0.45	evening_recovery: VPD still above night band with healthy de
23:00	hyst 0.5	late_evening_settle: after the initial dry recovery window,

Tactical tunable changes:

Time	Values	Note
20:15	d_cool 3; engage 0.95; all 1.1; pulse 60; gap 30; wt 2.3	evening_recovery: VPD still above night band with healthy de
23:00	d_cool 3; engage 1.35; all 1.75; pulse 60; gap 50; wt 2	late_evening_settle: after the initial dry recovery window,

Friday May 15

Primary crop-band changes:

Time	Values	Note
02:30	hyst 0.5	midnight_posture: outdoor temps fall into the upper 50s with
06:30	hyst 0.45	pre_dawn_dry_ramp_handoff: still cool and dry, but Friday's
09:00	hyst 0.35	morning_severe_dry_ramp: forecast RH 7-10%, VPD >2.5 kPa, so

Tactical tunable changes:

Time	Values	Note
02:30	d_cool 3; engage 1.4; all 1.85; pulse 60; gap 55; wt 2	midnight_posture: outdoor temps fall into the upper 50s with
06:30	d_cool 2.5; engage 1.25; all 1.55; pulse 60; gap 40; wt 2.4	pre_dawn_dry_ramp_handoff: still cool and dry, but Friday's
09:00	d_cool 2; engage 0.9; all 1.08; pulse 60; gap 20; wt 3	morning_severe_dry_ramp: forecast RH 7-10%, VPD >2.5 kPa, so

Changed secondary parameters:

Time	Parameter	Change
20:15	bias_cool	initial 2.5
20:15	bias_heat	initial 0.5
20:15	d_heat_stage_2	initial 5
20:15	dwell_gate_ms	initial 300000
20:15	enthalpy_close	initial 1
20:15	enthalpy_open	initial -2
20:15	fog_escalation_kpa	initial 0.25
20:15	heat_hysteresis	initial 1.2
20:15	min_fog_off_s	initial 60
20:15	min_fog_on_s	initial 45
20:15	min_heat_off_s	initial 180
20:15	min_heat_on_s	initial 120
20:15	min_vent_off_s	initial 60
20:15	min_vent_on_s	initial 60
20:15	mist_backoff_s	initial 600
20:15	mist_max_closed_vent_s	initial 180
20:15	mist_thermal_relief_s	initial 90
20:15	mister_all_delay_s	initial 90
20:15	mister_engage_delay_s	initial 45
20:15	mister_water_budget_gal	initial 600
20:15	outdoor_staleness_max_s	initial 600
20:15	sw_dwell_gate_enabled	initial 1
20:15	sw_fog_closes_vent	initial 1
20:15	sw_fsm_controller_enabled	initial 1
20:15	sw_mister_closes_vent	initial 1
20:15	sw_summer_vent_enabled	initial 1
20:15	temp_hysteresis	initial 1.8
20:15	vent_prefer_dp_delta_f	initial 5
20:15	vent_prefer_temp_delta_f	initial 5
20:15	vpd_watch_dwell_s	initial 45
23:00	bias_cool	2.5 → 3.5
23:00	fog_escalation_kpa	0.25 → 0.85
23:00	min_fog_off_s	60 → 120
23:00	mist_backoff_s	600 → 900
23:00	mister_all_delay_s	90 → 180
23:00	mister_engage_delay_s	45 → 90
23:00	vpd_watch_dwell_s	45 → 75
02:30	bias_cool	3.5 → 4
02:30	fog_escalation_kpa	0.85 → 0.9
02:30	mister_all_delay_s	180 → 240
02:30	mister_engage_delay_s	90 → 120
02:30	vpd_watch_dwell_s	75 → 90
06:30	bias_cool	4 → 1.5
06:30	fog_escalation_kpa	0.9 → 0.6
06:30	min_fog_off_s	120 → 90
06:30	mist_backoff_s	900 → 600
06:30	mister_all_delay_s	240 → 120
06:30	mister_engage_delay_s	120 → 60
06:30	temp_hysteresis	1.8 → 1.6
06:30	vpd_watch_dwell_s	90 → 60
09:00	bias_cool	1.5 → -1.5
09:00	bias_heat	0.5 → 0
09:00	fog_escalation_kpa	0.6 → 0.2
09:00	min_fog_off_s	90 → 45
09:00	mister_all_delay_s	120 → 60
09:00	mister_engage_delay_s	60 → 30
09:00	temp_hysteresis	1.6 → 1.5
09:00	vpd_watch_dwell_s	60 → 30

End-of-Day Summary

Climate

Temperature

63.1–83.8°F; avg 71.3°F

VPD

0.50–1.78 kPa; avg 0.98 kPa

Relative humidity

51.5–76.4%

Stress Hours

Heat stress (>85°F): 11.4h
VPD stress (>2.0 kPa): 10.9h
Cold stress (<55°F): 0.0h

Economics

Electric

USD 2.29

Gas

USD 0.00

Water

USD 3.970

Total

USD 6.26

Equipment Runtimes

Equipment	Runtime	Reading
Fan 1	704 min	Primary exhaust runtime.
Fan 2	730 min	Secondary exhaust runtime.
Vent	732 min	Intake vent runtime.
Fog	399 min	Fogger runtime.
Heat 1 electric	332 min	Electric heater runtime.
Heat 2 gas	0 min	Gas heater runtime.
Grow lights	0 min	Supplemental lighting runtime.
Mister south	0.60h	South mister runtime.
Mister west	0.74h	West mister runtime.
Mister center	1.80h	Center mister runtime.

Water

Total: 821 gal
Mister: 600 gal

Crop Health (Gemini Vision)

Crop	Zone	Health	Observations	Note
Canna Lilies	south	65%	4	Observation notes are collapsed below to avoid publishing partial vision snippets.
Vanda Orchids	center	60%	4	Observation notes are collapsed below to avoid publishing partial vision snippets.
lettuce	east	73%	4	Observation notes are collapsed below to avoid publishing partial vision snippets.
pepper	east	65%	4	Observation notes are collapsed below to avoid publishing partial vision snippets.
strawberry	east	73%	4	Observation notes are collapsed below to avoid publishing partial vision snippets.

Vision observation notes

Canna LiliesGemini Vision notes

Plants in pots on the floor appear healthy with green foliage.

Vanda OrchidsGemini Vision notes

[browning roots] Hanging roots appear somewhat dry and brown, which may indicate a need for increased humidity or misting.

lettuceGemini Vision notes

Seedlings appear healthy and are establishing well.

pepperGemini Vision notes

Seedlings are growing steadily, no visible signs of stress.

strawberryGemini Vision notes

Seedlings are growing steadily.

Hourly Pattern

Hour	Temperature	VPD	RH
12:00	78.8°F	1.28 kPa	61.9%
13:00	81.5°F	1.40 kPa	62.6%
14:00	80.7°F	1.38 kPa	62.4%
15:00	81.2°F	1.34 kPa	63.7%
16:00	78.5°F	1.24 kPa	63.1%
17:00	75.2°F	1.09 kPa	63.8%
18:00	73.0°F	1.02 kPa	63.4%
19:00	70.6°F	0.94 kPa	63.7%
20:00	67.9°F	0.86 kPa	63.6%
21:00	66.9°F	0.82 kPa	63.6%
22:00	66.2°F	0.80 kPa	63.7%
23:00	65.7°F	0.82 kPa	62.1%
00:00	64.9°F	0.77 kPa	63.2%
01:00	65.9°F	0.82 kPa	62.1%
02:00	65.5°F	0.80 kPa	62.8%
03:00	64.9°F	0.78 kPa	63.1%
04:00	64.2°F	0.71 kPa	65.5%
05:00	65.3°F	0.56 kPa	73.9%
06:00	66.1°F	0.53 kPa	75.6%
07:00	69.0°F	0.72 kPa	70.5%
08:00	73.2°F	0.93 kPa	66.9%
09:00	75.6°F	0.99 kPa	67.2%
10:00	76.7°F	1.12 kPa	64.2%
11:00	77.3°F	1.20 kPa	62.5%

7-Day Stress Context

Date	Heat	VPD high	Cold
2026-05-08	6.5h	7.1h	1.0h
2026-05-09	4.4h	5.6h	1.0h
2026-05-10	7.3h	8.3h	0.9h
2026-05-11	10.9h	11.5h	1.1h
2026-05-12	8.0h	7.9h	0.7h
2026-05-13	12.0h	8.0h	0.6h
2026-05-14	11.4h	10.9h	0.0h

Lab

May 14, 2026

Planner Execution Ledger

🌅 Morning Cycle (5:48 AM) — iris-20260514-0546

Reflection

Hypothesis

Setpoints

Thursday May 14

🌆 Evening Cycle (8:11 PM) — iris-20260514-2009

Reflection

Hypothesis

Setpoints

Thursday May 14

Friday May 15

End-of-Day Summary

Climate

Stress Hours

Economics

Equipment Runtimes

Water

Crop Health (Gemini Vision)

Hourly Pattern

7-Day Stress Context

🌅 Morning Cycle (5:48 AM) — `iris-20260514-0546`

🌆 Evening Cycle (8:11 PM) — `iris-20260514-2009`